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Anyone know what software (open source, Java/Python) that is out there that can give me similar results? I've looked at LingPipe, but the closest thing it does is sentiment classification.
Python's NLTK has a lot of the raw tools at hand to do NLP tasks.
Interesting fact: I was asked to program something that did just this for my interview with Yelp.